Python Developer

DETAILS

Whether you're new to programming or just want to learn a new language, this in-depth course will teach you the ins and outs of Python programming. You will learn all about Python programming in this comprehensive course that covers introductory through advanced methods of Python and get coding quickly.

You'll start by learning the basics of programming in Python, including how it works and what it's good for. You will also gain an understanding of Python's place in the wider programming world. Then, you'll move on to more advanced methods where you'll learn how to work with iPhone Notebook, the Collections Module, regular expressions, databases, CSV files, JSON, and XML. You will also learn advanced sorting, how to write object-oriented code in Python, and how to test and debug your Python code. Finally, you'll get a rapid introduction to NumPy, pandas, and matplotlib, which are Python libraries.

OUTLINE

Introduction to Python

Python Basics

Running Python

Hello, World!

Literals

Python Comments

Data Types

Variables

Writing a Python Module

print() Function

Named Arguments

Collecting User Input

Getting Help

Functions and Modules

Defining Functions

Variable Scope

Global Variables

Function Parameters

Returning Values

Importing Modules

Math

Arithmetic Operators

Modulus and Floor Division

Assignment Operators

Built-in Math Functions

The math Module

The random Module

Seeding

Python Strings

Quotation Marks and Special Characters

String Indexing

Slicing Strings

Concatenation and Repetition

Common String Methods

String Formatting

Built-in String Functions

Iterables: Sequences, Dictionaries, and Sets

Definitions

Sequences

Unpacking Sequences

Dictionaries

The len() Function

Sets

*args and **kwargs

Flow Control

Conditional Statements

The is and is not Operators

Python's Ternary Operator

Loops in Python

The enumerate() Function

Generators

List Comprehensions

File Processing

Opening Files

The os and os.path Modules

Exception Handling

Wildcard except Clauses

Getting Information on Exceptions

The else Clause

The finally Clause

Using Exceptions for Flow Control

Exception Hierarchy

Dates and Times

Understanding Time

The time Module

The datetime Module

Running Python Scripts from the Command Line

sys.argv

Introduction to Python Final Exam

Advanced Python

IPython Notebook

Getting Started with IPython Notebook

Creating Your First IPython Notebook

IPython Notebook Modes

Useful Shortcut Keys

Markdown

Magic Commands

Getting Help

Advanced Python Concepts

Advanced List Comprehensions

Collections Module

Mapping and Filtering

Lambda Functions

Advanced Sorting

Unpacking Sequences in Function Calls

Modules and Packages

Regular Expressions

Regular Expression Syntax

Python's Handling of Regular Expressions

Working with Data

Databases

CSV

Getting Data from the Web

HTML

XML

JSON

Classes and Objects

Creating Classes

Attributes, Methods and Properties

Extending Classes

Documenting Classes

Static, Class, Abstract Methods

Decorators

Testing and Debugging

Creating Simulations

Testing for Performance

The unittest Module

Unicode and Encoding

Encoding and Decoding Files in Python

Converting a File from cp1252 to UTF-8

Advanced Python Final Exam

Python Data Analysis with NumPy and pandas

NumPy

One-dimensional Arrays

Multi-dimensional Arrays

Getting Basic Information about an Array

NumPy Arrays Compared to Python Lists

Universal Functions

Modifying Parts of an Array

Adding a Row Vector to All Rows

Random Sampling

Pandas

Series and DataFrames

Accessing Elements from a Series

Series Alignment

Comparing One Series with Another

Element-wise Operations

Creating a DataFrame from NumPy Array

Creating a DataFrame from Series

Creating a DataFrame from a CSVl

Getting Columns and Rows

Cleaning Data

Combining Row and Column Selection

Scalar Data: at[] and iat[]

Boolean Selection

Plotting with matplotlib

Python Data Analysis with NumPy and pandas Final Exam

Python Programmer Final Exam

Python Programmer Final Project

REQUIREMENTS

Requirements:

Hardware Requirements:

This course can be taken on a PC or a Mac.

Dual monitors are helpful but not required.

Software Requirements:

PC: Windows 7 or later.

Mac: OS X Mountain Lion 10.8 or later.

Browser: The latest version of Google Chrome or Mozilla Firefox are preferred. Microsoft Edge and Safari are also compatible.

Anaconda (download and installation instructions are provided in course).

Software must be installed and fully operational before the course begins.

The instructional materials required for this course are included in enrollment and will be available online.

PREREQUISITES

Prerequisites:

There are no prerequisites for this course, however prior knowledge of any programming language is helpful.

INSTRUCTOR

Nat Dunn founded Webucator in 2003 to combine his passion for technical training with his business expertise and to help companies benefit from both. His previous experience was in sales, business and technical training, and management. Nat has an MBA from Harvard Business School and a BA in International Relations from Pomona College.

FAQS

Can I register for a course if I am an international student?

Yes, ed2go courses are completely online. However, keep in mind that not all certifying bodies or industry-specific certifications are recognized internationally. Please review your country's regulations prior to enrolling in courses that prepare for certification.

Does this course prepare for a certification?

This course does not prepare you for a certification but prepares you to enter the job market as an entry-level Python programmer or will enhance your programming skills.

When can I start the course?

This course is open enrollment, so you can register and start the course as soon as you are ready. Access to your course can take 24-48 business hours.

How long does it take to complete this course?

This course is self-paced and open enrollment, so you can start when you want and finish at your own pace. When you register, you'll receive six (6) months to complete the course.

What if I don't have enough time to complete my course within the time frame provided?

The time allotted for course completion has been calculated based on the number of course hours. However, if you are unable to complete the course, contact your Student Advisor to help you work out a suitable completion date. Please note that an extension fee may be charged.

What kind of support will I receive?

You may be assigned with an instructor or team of industry experts for one-on-one course interaction. Your support will be available (via e-mail) to answer any questions you may have and to provide feedback on your performance. All of our instructors are successful working professionals in the fields in which they teach. You will be assigned to an Advisor for academic support.

What happens when I complete the course?

Upon successful completion of the course, you will be awarded a Certificate of Completion.

Am I guaranteed a job?

This course will provide you with the skills you need to obtain an entry-level position in most cases. Potential students should always do research on the job market in their area before registering.

Can I get financial assistance?

This course is non-credit, so it does not qualify for federal aid, FAFSA and Pell Grant. In some states, vocational rehab or workforce development boards will pay for qualified students to take our courses. Additionally, some students may qualify for financial assistance when they enroll, if they meet certain requirements. Financing is available from select schools. Learn more: https://www.ed2go.com/career/financial-assistance

How can I get more information about this course?

If you have questions that are not answered on our website, representatives are available via LIVE chat. You can also call us at 1-877-221-5151 during regular business hours to have your questions promptly answered. If you are visiting us during non-business hours, please send us a question using the "Contact Us" form.

REVIEWS

"A great class! I look forward to using these new skills in my job." -E.G., Rutgers, The State University of New Jersey